ReviewBMC medicine2024
The double life of glucose metabolism: brain health, glycemic homeostasis, and your patients with type 2 diabetes.
Review in BMC medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Dual task performance in adults with type 2 diabetes mellitus: A systematic review with meta-analysis.Journal of diabetes investigation · 2026Pooled it
- Risk factors for mild cognitive impairment in type 2 diabetes: a systematic review and meta-analysis.Frontiers in endocrinology · 2025Pooled it
- The effect of simultaneous application of plant-rich ketogenic diet and intermittent fasting on early-to-mid-stage Alzheimer's disease: a randomised controlled trial.The journal of nutrition, health & aging · 2026Article
- Optimizing Exercise Prescriptions for Cognitive Subdomains in Diabetes: A Systematic Review and Meta-Analysis of Dose-Response Variables.Behavioral sciences (Basel, Switzerland) · 2026Review
- Linking the exposome to the brain-behaviour phenotype.Nature reviews. Neuroscience · 2026Review
- An Integrative Strategy Delineates Modular Metabolic Remodeling and Potential Therapeutic Targets Across Metabolic Diseases.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Hepatic Gluconeogenesis and the Antidepressant Effects of Exercise: A Narrative Review.Metabolites · 2026Review
- A Real Time Quaking Induced Conversion (RT-QuIC) Assay for Detection of Misfolded Insulin Protein.bioRxiv : the preprint server for biology · 2026Article
- Metabolic Reprogramming by Andrographolide: Enhanced Pentose Phosphate Pathway and Antioxidant Capacity in Cortical Astrocytes.Pharmaceuticals (Basel, Switzerland) · 2026Article
- Associations of Glycemic Control with Cognitive Flexibility and Mental Health-Related Quality of Life in Type 2 Diabetes.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Free water-mediated associations among choroid plexus enlargement, white matter lesions, and cognitive performance in type 2 diabetes mellitus.Frontiers in endocrinology · 2026Article
- Association between 24-h activity patterns and inhibitory control in community-dwelling older adults: a cross-sectional study based on chronic disease status.Frontiers in public health · 2026Article
- Threshold effects of physical activity and cognitive function among older adults with diabetes mellitus in NHANES 2011-2014.Aging clinical and experimental research · 2025Article
- Sex differences in the associations between socioeconomic status and all-cause mortality in Chinese adults with abnormal glucose metabolism: a prospective study.BMC public health · 2025Article
- A machine learning framework for classifying dementia risk in mild cognitive impairment: evidence from a Korean genome-wide association study cohort.Alzheimer's research & therapy · 2025Article
- Exploring the potential relationship between kidney disease index and cognitive dysfunction: a machine learning approach with NHANES data.BMC geriatrics · 2025Article
- Glucagon-like peptide-1 receptor agonists for major neurocognitive disorders.Journal of neurology, neurosurgery, and psychiatry · 2025Review
- Association between hypoglycemia unawareness and cardiovascular autonomic neuropathy in patients with type 2 diabetes mellitus: a prospective cohort study.Diabetology & metabolic syndrome · 2025Article
- Beta cells to brain cells: The pivotal role of insulin and glucose metabolism in Alzheimer's disease.Neuroprotection (Chichester, England) · 2025Review
- A Bird's-Eye View of Glycolytic Upregulation in Activated Brain: The Major Fate of Lactate Is Release From Activated Tissue, Not Shuttling to Nearby Neurons.Journal of neurochemistry · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The maintenance of cognitive function is essential for quality of life and health outcomes in later years. Cognitive impairment, however, remains an undervalued long-term complication of type 2 diabetes by patients and providers alike. The burden of sustained hyperglycemia includes not only cognitive deficits but also the onset and progression of dementia-related conditions, including Alzheimer's disease (AD). Recent research has shown that the brain maintains an independent glucose "microsystem"-evolved to ensure the availability of fuel for brain neurons without interruption by transient hypoglycemia. When this milieu is perturbed, brain hyperglycemia, brain glucotoxicity, and brain insulin resistance can ensue and interfere with insulin signaling, a key pathway to cognitive function and neuronal integrity. This newly understood brain homeostatic system operates semi-autonomously from the systemic glucoregulatory apparatus. Large-scale clinical studies have shown that systemic dysglycemia is also strongly associated with poorer cognitive outcomes, which can be mitigated through appropriate clinical management of plasma glucose levels. Moreover, these studies demonstrated that glucose-lowering agents are not equally effective at preventing cognitive dysfunction. Glucagon-like peptide-1 (GLP-1) receptor analogs and sodium glucose cotransporter 2 inhibitors (SGLT2is) appear to afford the greatest protection; metformin and dipeptidyl peptidase 4 inhibitors (DPP-4is) also significantly improved cognitive outcomes. Sulfonylureas (SUs) and exogenous insulin, on the other hand, do not provide the same protection and may actually worsen cognitive outcomes. In the creation of a treatment plan, comorbid cognitive conditions should be considered. These efficacious treatments create a new gold standard of managing hyperglycemia-one which is consistent with the "complication-centric prescribing" mandates issued in type 2 diabetes treatment guidelines. The increasing longevity enjoyed by our populace places the onus on clinical care to play the "long game" in using targeted treatments for glucose control in patients with, or at risk for, cognitive decline to maintain cognitive wellness later in life. This article reviews critical emerging data for scientists and trialists and translates new enhancements in patient care for practitioners.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.